Yuan Liu (刘元)

About Yuan Liu (刘元)

Yuan Liu (刘元), With an exceptional h-index of 28 and a recent h-index of 22 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Wireless communications, edge computing, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stochastic gradient compression for federated learning over wireless network

Latency Minimization for Split Federated Learning

Client selection for federated bayesian learning

Dynamic spectrum anti-jamming with distributed learning and transfer learning

Discrete phase shifts control and beam selection in RIS-aided MISO system via deep reinforcement learning

Joint gradient sparsification and device scheduling for federated learning

Data-Similarity Based Integrated Federated and Centralized Learning for 6G Communications

Asynchronous Wireless Federated Learning with Probabilistic Client Selection

Yuan Liu (刘元) Information

University

Position

___

Citations(all)

3119

Citations(since 2020)

1671

Cited By

2259

hIndex(all)

28

hIndex(since 2020)

22

i10Index(all)

58

i10Index(since 2020)

39

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Yuan Liu (刘元) Skills & Research Interests

Wireless communications

edge computing

machine learning

Top articles of Yuan Liu (刘元)

Title

Journal

Author(s)

Publication Date

Stochastic gradient compression for federated learning over wireless network

China Communications

Lin Xiaohan

Liu Yuan

Chen Fangjiong

Huang Yang

Ge Xiaohu

2024/4/23

Latency Minimization for Split Federated Learning

Jie Guo

Ce Xu

Yushi Ling

Yuan Liu

Qi Yu

2023/10/10

Client selection for federated bayesian learning

IEEE Journal on Selected Areas in Communications

Jiarong Yang

Yuan Liu

Rahif Kassab

2023/2/6

Dynamic spectrum anti-jamming with distributed learning and transfer learning

China Communications

Xinyu Zhu

Yang Huang

Delong Liu

Qihui Wu

Xiaohu Ge

...

2023/12/13

Discrete phase shifts control and beam selection in RIS-aided MISO system via deep reinforcement learning

China Communications

Dongting Lin

Yuan Liu

2023/8

Joint gradient sparsification and device scheduling for federated learning

IEEE Transactions on Green Communications and Networking

Xiaohan Lin

Yuan Liu

Fangjiong Chen

Xiaohu Ge

Yang Huang

2023/1/25

Data-Similarity Based Integrated Federated and Centralized Learning for 6G Communications

Dongting Lin

Yuan Liu

Jiarong Yang

Beixiong Zheng

Fangjiong Chen

...

2023/7/7

Asynchronous Wireless Federated Learning with Probabilistic Client Selection

IEEE Transactions on Wireless Communications

Jiarong Yang

Yuan Liu

Fangjiong Chen

Wen Chen

Changle Li

2023/12/6

User association for reconfigurable intelligent surfaces aided cell-free networks

IEEE Transactions on Vehicular Technology

Qingyu Bie

Zezu Liang

Yuan Liu

Qingqing Wu

Xiaolan Zhao

...

2023/6/14

Probabilistic Client Selection for Asynchronous Wireless Federated Learning

Jiarong Yang

Yuan Liu

2023/12/4

Game-Based Task Offloading in Cloud-Edge-End Network

Jinxuan Li

Qiongfang Liang

Dongxu Li

Yuan Liu

Yang Zhang

2023/4/21

Accelerating Split Federated Learning over Wireless Communication Networks

IEEE Transactions on Wireless Communications

Ce Xu

Jinxuan Li

Yuan Liu

Yushi Ling

Miaowen Wen

2023/11/1

Distributed Data Flow Scheduling Optimization in Industrial Internet of Things Based on Optimal Transport Theory

IEEE Internet of Things Journal

Qi Zhang

Yuna Jiang

Xiaohu Ge

Yang Huang

Yuan Liu

2023/3/13

Cooperative spectrum sensing and fusion based on tangle networks

IEEE Transactions on Network Science and Engineering

Shuang Zheng

Yuna Jiang

Xiaohu Ge

Yong Xiao

Yang Huang

...

2022/5/12

Communication-Efficient Federated Bayesian Learning via Client Selection

Jiarong Yang

Yuan Liu

Rahif Kassab

2022/12/4

Multicell grant-free uplink IoT networks with hard deadline services in URLLC

IEEE Wireless Communications Letters

Ye Zhang

Weijun Tang

Yuan Liu

2022/5/9

Joint cache placement and content scheduling in integrated leo satellite-terrestrial networks

Qiongfang Liang

Yuan Liu

Weijun Tang

2022/8/11

Deployment optimization of reconfigurable intelligent surface for relay systems

IEEE Transactions on Green Communications and Networking

Qingyu Bie

Yuan Liu

Yuxin Wang

Xiaolan Zhao

Xiu Yin Zhang

2022/1/21

Data-representation aware resource scheduling for edge intelligence

IEEE Transactions on Vehicular Technology

Zhi Zeng

Yuan Liu

Weijun Tang

2022/8/1

Resource allocation for RSMA-based coordinated direct and relay transmission

IEEE Wireless Communications Letters

Haoran Pang

Fei Ji

Lexi Xu

Yuan Liu

Miaowen Wen

2022/12/29

See List of Professors in Yuan Liu (刘元) University(South China University of Technology)

Co-Authors

H-index: 134
Rui Zhang

Rui Zhang

National University of Singapore

H-index: 132
Zhu Han

Zhu Han

University of Houston

H-index: 117
Geoffrey Ye Li (李烨)

Geoffrey Ye Li (李烨)

Imperial College London

H-index: 76
Dong In Kim

Dong In Kim

Sungkyunkwan University

H-index: 59
Meixia Tao

Meixia Tao

Shanghai Jiao Tong University

H-index: 58
Xiu Yin ZHANG, PhD, IEEE Fellow

Xiu Yin ZHANG, PhD, IEEE Fellow

South China University of Technology

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